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This repo contains simulation and data analysis methods of the research article titled "Multi-condensate state as a functional strategy to optimize the cell signaling output".

  • Figure 1 contains files related to Langevin Dynamics simulations, using the LAMMPS software. Instructions on how to run lammps
  • Figure 2 and Figure 3 contains files related to reaction-diffusion simulations using the Virtual Cell software
  • Figure 4 contains python files related to the analytical solutions of the Ordinary Differential Equation (ODE)
  • Figure 5 contains python files to solve ODEs with a distribution of cluster sizes
  • Supplementary_data contains Virtaul Cell input files as well as the source data visualized in Figures 1, 2 and 3.

Requirements: (Versions of the softwares used in this study are listed here)

  • LAMMPS executable: lammps-5Jun19
    • Simulations are run on Harvard FAS RC. As of 05/13/2024, modules: gcc/13.2.0-fasrc01, openmpi/4.1.5-fasrc03
  • Virtual Cell: VCell 7.5.0 (build 62)
  • Python:
    • conda version: 23.3.1
    • conda-build version : 3.23.3
    • python version : 3.10.9
    • platform : win-64
    • user-agent : conda/23.3.1 requests/2.28.1 CPython/3.10.9 Windows/10
    • Numpy version: 1.24.3
    • Matplotlib version: 3.7.0
    • Pandas version: 1.5.3
    • Nrrrd module: 1.0.0